Implicit Equivariance in Convolutional Networks

Naman Khetan, Tushar Arora, Samee Ur Rehman +1

Convolutional Neural Networks(CNN) are inherently equivariant under translations, however, they do not have an equivalent embedded mechanism to handle other transformations such as…